The "World Literacy Rate by Country" dataset provides a detailed snapshot of literacy rates across different countries in the world. This dataset is organized into several key columns:

S.No: This column lists the serial number for each country, helping to keep the data organized and easy to reference. Country: This column names the countries included in the dataset, allowing for a clear understanding of which nation each literacy rate pertains to. Literacy rate in percentage: This column shows the literacy rate of each country, expressed as a percentage. This figure represents the proportion of the population that can read and write. Year: This column indicates the year in which the literacy rate was recorded, providing a temporal context for the data. By examining this dataset, you can gain insights into the educational progress and challenges faced by different countries in the world.

In the past five decades, the global literacy rate among adults has grown from 67 percent in 1976 to 87.36 percent in 2023. In 1976, males had a literacy rate of 76 percent, compared to a rate of 58 percent among females. This difference of over 17 percent in 1976 has fallen to just seven percent in 2020. Although gaps in literacy rates have fallen across all regions in recent decades, significant disparities remain across much of South Asia and Africa, while the difference is below one percent in Europe and the Americas. Reasons for these differences are rooted in economic and cultural differences across the globe. In poorer societies, families with limited means are often more likely to invest in their sons' education, while their daughters take up a more domestic role. Varieties do exist on national levels, however, and female literacy levels can sometimes exceed the male rate even in impoverished nations, such as Lesotho (where the difference was over 17 percent in 2014); nonetheless, these are exceptions to the norm.

There is a gender gap in the global literacy rate. Although literacy rates have generally increased worldwide for both men and women, men are on average more literate than women. As of 2024, about 90.91 percent of men and a little less than 88.8 percent of women worldwide were literate. Adult literacy rate is defined as the percentage of people aged 15 years and above who can both read and write with understanding a short, simple statement about their everyday life. Youth literacy rate Not only does the literacy gender gap concern adults, it also exists among the world’s younger generations aged 15 to 24. Despite an overall increase in literacy, young men are still more literate than young women. In fact, the global youth literacy rate as gender parity index was 0.98 as of 2023, indicating that young women are not yet as literate as young men. Gender pay gap Gender gaps occur in many different spheres of global society. One such issue concerns salary gender gaps in professional life. Regarding the controlled gender pay gap, which measures the median salary for men and women with the same job and qualifications, women still earned less than men as of 2024. The difference was even bigger when measuring the median salary for all men and women. However, not everyone worries about gender pay gaps. According to a survey from 2021, 54 percent of the female respondents deemed the gender pay gap a real problem, compared to 45 percent of the male respondents.

The ranking shows the percentage of literate population in each country among citizens over the age of 15. A person is considered literate if they have mastered written language, meaning they can read and write.

Dataset Overview 📝

The dataset includes the following key indicators, collected for over 200 countries:

• Government Expenditure on Education (% of GDP): Shows the percentage of a country’s GDP allocated to education.
• Literacy Rate (Adult Total): Represents the percentage of the population aged 15 and above who can read and write.
• Primary Completion Rate: The percentage of children who complete their primary education within the official age group.
• Pupil-Teacher Ratio (Primary and Secondary Education): Indicates the average number of students per teacher at the primary and secondary levels.
• School Enrollment Rates (Primary, Secondary, Tertiary): Reflects the percentage of the relevant age group enrolled in schools across different education levels.

Data Source 🌐

World Bank: This dataset is compiled from the World Bank's educational database, providing reliable, updated statistics on educational progress worldwide.

Potential Use Cases 🔍 This dataset is ideal for anyone interested in:

Educational Research: Understanding how education spending and policies impact literacy, enrollment, and overall educational outcomes. Predictive Modeling: Building models to predict educational success factors, such as completion rates and literacy. Global Education Analysis: Analyzing trends in global education systems and how different countries allocate resources to education. Policy Development: Helping governments and organizations make data-driven decisions regarding educational reforms and funding.

Key Questions You Can Explore 🤔

How does government expenditure on education correlate with literacy rates and school enrollment across different regions? What are the trends in pupil-teacher ratios over time, and how do they affect educational outcomes? How do education indicators differ between low-income and high-income countries? Can we predict which countries will achieve universal primary education based on current trends?

Important Notes ⚠️ - Missing Data: Some values may be missing for certain years or countries. Consider using techniques like forward filling or interpolation when working with time series models. - Data Limitations: This dataset provides global averages and may not capture regional disparities within countries.

Global Adult Literacy Rate by Country, 2023 Discover more data with ReportLinker!

There is a gender gap in the literacy rate among the youth worldwide. Although the literacy rates have increased worldwide for both young men and women between 15 and 24 years, men are on average more literate than women. As of 2024, over 94 percent of young men and roughly 92 percent of women in the world were literate. A similar picture was seen for the adult population worldwide.

Adult literacy rate of China improved by 2.11% from 95.0 % in 2010 to 97.0 % in 2020. Since the 18.18% jump in 1990, adult literacy rate shot up by 24.36% in 2020. Adult (15+) literacy rate (%). Total is the percentage of the population age 15 and above who can, with understanding, read and write a short, simple statement on their everyday life. Generally, ‘literacy’ also encompasses ‘numeracy’, the ability to make simple arithmetic calculations. This indicator is calculated by dividing the number of literates aged 15 years and over by the corresponding age group population and multiplying the result by 100.

This dataset delves into the relationships between key indicators—Gross Domestic Product (GDP), Physician Density, and Literacy Rates. Understand how economic strength, healthcare access, and education intersect on a global scale.

Columns:

**Country: ** Names of the countries in focus.

GDP (Gross Domestic Product): - Shows a country's economic output. - Indicates overall economic health and productivity. - Presented in a standardized currency or index.

Physician Density: - Reveals the number of doctors per population. - Highlights a country's healthcare accessibility. - Gives insights into medical intervention capacity.

Literacy Rate: - Reflects the percentage of the population that can read and write. - Shows educational attainment and societal development. - Influences workforce productivity and social progress.

This dataset is a user-friendly resource for anyone curious about the connections between economic, healthcare, and educational factors across different countries. Ideal for researchers, policymakers, and enthusiasts looking to grasp the global dynamics of development.

Cameroon CM: Literacy Rate: Adult: % of People Aged 15 and Above data was reported at 78.230 % in 2020. This records an increase from the previous number of 77.071 % for 2018. Cameroon CM: Literacy Rate: Adult: % of People Aged 15 and Above data is updated yearly, averaging 70.985 % from Dec 1976 (Median) to 2020, with 6 observations. The data reached an all-time high of 78.230 % in 2020 and a record low of 41.216 % in 1976. Cameroon CM: Literacy Rate: Adult: % of People Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Cameroon – Table CM.World Bank.WDI: Social: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.;UNESCO Institute for Statistics (UIS). UIS.Stat Bulk Data Download Service. Accessed October 24, 2022. https://apiportal.uis.unesco.org/bdds.;Weighted average;

Actual value and historical data chart for World Literacy Rate Adult Total Percent Of People Ages 15 And Above

Historical dataset showing World literacy rate by year from 1976 to 2023.

Context

The literacy rate is defined by the percentage of the population of a given age group that can read and write. The adult literacy rate corresponds to ages 15 and above, the youth literacy rate to ages 15 to 24. It is typically measured according to the ability to comprehend a short simple statement on everyday life.

Content

The dataset contains information about the literacy rates across the globe for various countries. It is grouped into 3 major categories, Total %, Male% and Female %. The dataset has 2 csv files. 1) Adults_15YrsAndUp.csv - Contains literacy rate information for Adults

2) Youth_15to24Yrs.csv - Contains literacy rate information for Youth

Acknowledgements

The dataset is sourced from Unicef.

Inspiration

Exploratory Data Analysis to find greater insights into the data.

In 2024, the illiteracy rate among adults aged 15 years and older was almost 32 percent in Sub-Saharan Africa. In South Asia, the illiteracy rate was 21.77 percent. The adult illiteracy rate is defined as the percentage of the population aged 15 and older who cannot read or write. Even though illiteracy continues to persist around the world, illiteracy levels have been reduced significantly over the past decades.

The average for 2021 based on 2 countries was 95.22 percent. The highest value was in Costa Rica: 98.04 percent and the lowest value was in Puerto Rico: 92.4 percent. The indicator is available from 1970 to 2023. Below is a chart for all countries where data are available.

Burundi BI: Literacy Rate: Youth: % of People Age 15-24 data was reported at 93.560 % in 2022. This records an increase from the previous number of 88.000 % for 2017. Burundi BI: Literacy Rate: Youth: % of People Age 15-24 data is updated yearly, averaging 74.460 % from Dec 1979 (Median) to 2022, with 9 observations. The data reached an all-time high of 93.560 % in 2022 and a record low of 31.000 % in 1979. Burundi BI: Literacy Rate: Youth: % of People Age 15-24 data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Burundi – Table BI.World Bank.WDI: Social: Education Statistics. Youth literacy rate is the percentage of people ages 15-24 who can both read and write with understanding a short simple statement about their everyday life.;UNESCO Institute for Statistics (UIS). UIS.Stat Bulk Data Download Service. Accessed April 5, 2025. https://apiportal.uis.unesco.org/bdds.;Weighted average;

Vietnam VN: Literacy Rate: Adult: % of People Aged 15 and Above data was reported at 93.520 % in 2009. This records an increase from the previous number of 90.156 % for 2000. Vietnam VN: Literacy Rate: Adult: % of People Aged 15 and Above data is updated yearly, averaging 90.156 % from Dec 1979 (Median) to 2009, with 5 observations. The data reached an all-time high of 93.520 % in 2009 and a record low of 83.826 % in 1979. Vietnam VN: Literacy Rate: Adult: % of People Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Vietnam – Table VN.World Bank.WDI: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.; ; UNESCO Institute for Statistics; Weighted average; Each economy is classified based on the classification of World Bank Group's fiscal year 2018 (July 1, 2017-June 30, 2018).

Context

The dataset is published for helping Kiva to make their descions.

Content

These datasets contain the percentage of youth, unemployment and literacy in different countries.

Acknowledgements

This dataset is collected from Wikipedia.

Inspiration

1. Which country needs more help from Kiva?

Graph and download economic data for Literacy Rate, Adult Total for Middle Income Countries (SEADTLITRZSMIC) from 1975 to 2024 about literacy, adult, income, and rate.

Adult literacy rate of Chad dropped by 10.93% from 30.6 % in 2019 to 27.3 % in 2022. Since the 7.69% jump in 2004, adult literacy rate went down by 2.57% in 2022. Adult (15+) literacy rate (%). Total is the percentage of the population age 15 and above who can, with understanding, read and write a short, simple statement on their everyday life. Generally, ‘literacy’ also encompasses ‘numeracy’, the ability to make simple arithmetic calculations. This indicator is calculated by dividing the number of literates aged 15 years and over by the corresponding age group population and multiplying the result by 100.